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Discussion Paper
Who Borrows for College—and Who Repays?
Student loans are increasingly a focus of discourse among politicians, policymakers, and the news media, resulting in a range of new ideas to address the swelling aggregate debt. Evaluating student loan policy proposals requires understanding the challenges faced by student borrowers. In this post, we explore the substantial variation in the experiences of borrowers and consider the distributional effects of various policy options.
Report
Import competition and household debt
We analyze the effect of import competition on household balance sheets from 2000 to 2007 using individual data on consumer finances. We exploit variation in exposure to foreign competition using industry-level shipping costs and initial differences in regions? industry specialization. We show that household debt increased significantly in regions where manufacturing industries are more exposed to import competition. A one standard deviation increase in exposure to import competition explains 30 percent of the cross-regional variation in household leverage growth, and is mostly driven by home ...
Discussion Paper
A Monthly Peek into Americans’ Credit During the COVID-19 Pandemic
Total household debt was roughly flat in the second quarter of 2020, according to the latest Quarterly Report on Household Debt and Credit from the New York Fed’s Center for Microeconomic Data. But, for the first time, the dynamics in household debt balances were driven primarily by a sharp decline in credit card balances, as consumer spending plummeted. In an effort to gain greater clarity, the New York Fed and the Federal Reserve System have acquired monthly updates for the New York Fed Consumer Credit Panel, based on anonymized Equifax credit report data. We’ve been closely watching ...
Working Paper
Owner-Occupancy Fraud and Mortgage Performance
We use a matched credit bureau and mortgage dataset to identify occupancy fraud in residential mortgage originations, that is, borrowers who misrepresented their occupancy status as owner-occupants rather than residential real estate investors. In contrast to previous studies, our dataset allows us to show that – during the housing bubble – such fraud was broad based, appearing in the government-sponsored enterprise market and in loans held on bank portfolios as well, and increases the effective share of investors by 50 percent. We show that a key benefit of investor fraud was obtaining a ...
Discussion Paper
Just Released: Press Briefing on Student Loan Borrowing and Repayment Trends, 2015
This morning, Jamie McAndrews, the Director of Research at the Federal Reserve Bank of New York, spoke to the press about the economic recovery, and his speech was followed by a special briefing by New York Fed economists on student loans. Here, we provide a short summary of the student loan briefing.
Discussion Paper
Inequality in U.S. Homeownership Rates by Race and Ethnicity
Homeownership has historically been an important means for Americans to accumulate wealth—in fact, at more than $15 trillion, housing equity accounts for 16 percent of total U.S. household wealth. Consequently, the U.S. homeownership cycle has triggered large swings in Americans’ net worth over the past twenty-five years. However, the nature of those swings has varied significantly by race and ethnicity, with different demographic groups tracing distinct trajectories through the housing boom, the foreclosure crisis, and the subsequent recovery. Here, we look into the dynamics underlying ...
Working Paper
Stuck in Subprime? Examining the Barriers to Refinancing Mortgage Debt
Despite falling interest rates and major federal policy intervention, many borrowers who could financially gain from refinancing have not done so. We investigate the rates at which, relative to prime borrowers, subprime borrowers seek and take out refinance loans, conditional on not experiencing mortgage default. We find that starting in 2009, subprime borrowers are about half as likely as prime borrowers to refinance, although they still shop for mortgage credit, indicating their interest in refinancing. The disparity in refinancing is driven in part by the tightened credit environment ...
Working Paper
Important Factors Determining Fintech Loan Default: Evidence from the LendingClub Consumer Platform
This study examines key default determinants of fintech loans, using loan-level data from the LendingClub consumer platform during 2007–2018. We identify a robust set of contractual loan characteristics, borrower characteristics, and macroeconomic variables that are important in determining default. We find an important role of alternative data in determining loan default, even after controlling for the obvious risk characteristics and the local economic factors. The results are robust to different empirical approaches. We also find that homeownership and occupation are important factors in ...
Working Paper
The influence of gender and income on the household division of financial responsibility
This paper studies how gender and income dynamics influence the division of responsibility in two-adult households for various activities, including those tasks directly related to financial decisionmaking. The data, from the 2012 Survey of Consumer Payment Choice, consist of the respondents? categorical self-assessments of their individual levels of responsibility for various tasks. A data construct, in which some households have both adults participate in the survey, is exploited to develop a penalized latent variable model that accounts for systemic response errors. The data reveal that ...
Discussion Paper
Just Released: Cleaning Up Collections
Household debt balances continued their upward trend in the second quarter, with increases in mortgage, auto, and credit card balances, according to the latest Quarterly Report on Household Debt and Credit from the New York Fed?s Center for Microeconomic Data. Student loans were roughly flat, a typical seasonal pattern in the second quarter. The Quarterly Report contains summaries of the types of information that is covered in credit reports, sourced from the New York Fed Consumer Credit Panel (CCP). The CCP is based on anonymized Equifax credit reports and is the source for the analysis ...